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ml-cfd-lecture

Lecture material for machine learning applied to computational fluid mechanics

multiobjective_ego_algorithms

The standard and parallel multiobjective EGO algorithms

num_func

Numerical analysis toolbox, including interpolation, fitting, numerical integration, iterative solution of linear/nonlinear equations, solution of ordinary differential equations.

oneflow

LargeScale Multiphysics Scientific Simulation Environment-OneFLOW CFD

openfoam_tutorials_plus

OpenFOAM cases and notes

optimization_algorithm

非线性优化主要算法的Matlab程序，有精确线搜索的0.618法和抛物线法, 非精确线搜索的Armijo准则, 最速下降法, 牛顿法, 共轭梯度法, BFGS 算法, DFP 算法, Broyden 族方法, 信赖域方法, 求解非线性最小二乘问题的L-M算法, 解约束优化问题的乘子法, 求解二次规划的有效集法, SQP 子问题的光滑牛顿法以及求解约束优化问题的SQP方法等. 程序基本通用.

phev-modeling-matlab

This repo contains the relevant MATLAB code to model and design powertrain for a PHEV and to that extent; it involves finding the power required and energy consumption for a glider vehicle, a conventional vehicle and a full electric vehicle and sizing components optimally. Components like engine, motor, battery pack are modelled individually then combined together as a complete powertrain.

prognosticsalgorithmlibrary

pyfehm

Easy scripting environment for FEHM

python

All Algorithms implemented in Python

python-patterns

A collection of design patterns/idioms in Python

pythondatasciencehandbook

Python Data Science Handbook: full text in Jupyter Notebooks

rust

All Algorithms implemented in Rust

rust-coding-guidelines-zh

Rust 编码规范 中文版 （非官方）

rustpad

Efficient and minimal collaborative code editor, self-hosted, no database required

sphinxsys

SPHinXsys (pronunciation: s'finksis) is an acronym from Smoothed Particle Hydrodynamics for industrial compleX systems. It provides C++ APIs for physical accurate simulation and aims to model coupled industrial dynamic systems including fluid, solid, multi-body dynamics and beyond with SPH (smoothed particle hydrodynamics), a meshless computational method using particle discretization.

splishsplash

SPlisHSPlasH is an open-source library for the physically-based simulation of fluids.

topopt-mgcg-matlab

MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners

topopt-stress-inexact-sensitivities

This matlab code accompanies the paper "Efficient stress-constrained topology optimization using inexact design sensitivities", published in IJNME, 2021

tutorials_rust_cfd

Tutorials for CFD in rust

ufvm

Learning the Finite Volume Method in CFD with MATLAB Programming

vim

The official Vim repository

vim-lsdyna

VIM filetype plugin for Ls-Dyna

xfem_fracture2d

Extended finite element method for 2D linear-elastic fracture modeling

zotero-better-notes

Everything about note management. All in Zotero.